Mohabat S.

Need to automate your U.S. parcel research or build custom spatial intelligence tools or applications? I engineer automated GIS pipelines, property assessment engines, and high-speed data integration scripts that turn complex county tax portals and spatial datasets into actionable real estate intelligence. I specialize in helping PropTech startups, commercial real estate firms, and land investors bypass manual data entry by building multi-threaded data extraction engines and interactive GIS dashboards. Core Solutions I Provide • Public County & Parcel Data Extraction: Building custom scrapers and API integrations to aggregate public appraisal, assessment, tax history, and spatial records from municipal portals. • Custom Property Intelligence Tools: Developing fast, web-based internal tools and Streamlit applications for batch PIN lookups, automated spatial filtering, and report generation. • Spatial ETL & High-Speed Data Pipelines: Executing high-performance spatial joins, coordinate system transformations (CRS), and geometry cleaning across multi-million-record parcel layers. • Site Selection & Overlay Analysis: Automating proximity analysis for real estate criteria, including land-use codes (LUC), FEMA flood hazards, utility access (water/sewer), and zoning filters. Tech Stack & Capabilities • Languages & Core: Python, SQL, JavaScript • Spatial Data Engineering: GeoPandas, Shapely, PyOGRio, DuckDB, PostGIS, ArcPy, GDAL/OGR • Data Extraction & Automation: BeautifulSoup, Playwright, Requests, Concurrent Threading, AsyncIO • Web GIS & Interactive Dashboards: Streamlit, Leaflet, Mapbox, OpenLayers • Desktop GIS & GIS Servers: QGIS, ArcGIS Pro, GeoServer Whether you need an automated workflow for a specific U.S. county, a spatial data pipeline, or a full Web GIS dashboard to analyze land opportunities at scale, I deliver clean, production-ready code with maximum performance. Send over a message with your target county or spatial workflow to discuss your project.